• Title/Summary/Keyword: Analyzing

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Category Variable Selection Method for Efficient Clustering

  • Heo, Jun;Kim, Chae Yun;Jung, Yong-Gyu
    • International journal of advanced smart convergence
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    • v.2 no.2
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    • pp.40-42
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    • 2013
  • Recent medical industry is an aging society and the application of national health insurance, with state-of-the-art research and development, including the pharmaceutical market is greatly increased. The nation's health care industry through new support expansion and improve the quality of life for the research and development will be needed. In addition, systemic administration of basic medical supplies, or drugs are needed, the drug at the same time managing how systematic analysis of pharmaceutical ingredients, based on data through the purchase of new medicines and pharmaceutical ingredients automatically classified by analyzing the statistics of drug purchases and the future a system that can predict a patient is needed. In this study, the drugs to the patient according to the component analysis and predictions for future research techniques, k-means clustering and k-NN (Nearest Neighbor) Comparative studies through experiments using the techniques employ a more efficient method to study how to proceed. In this study, the effects of the drugs according to the respective components in time according to the number of pieces in accordance with the patient by analyzing the statistics by predicting future patient better medical industry can be built.

Inter-category Map: Building Cognition Network of General Customers through Big Data Mining

  • Song, Gil-Young;Cheon, Youngjoon;Lee, Kihwang;Park, Kyung Min;Rim, Hae-Chang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.2
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    • pp.583-600
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    • 2014
  • Social media is considered a valuable platform for gathering and analyzing the collective and subconscious opinions of people in Internet and mobile environments, where they express, explicitly and implicitly, their daily preferences for brands and products. Extracting and tracking the various attitudes and concerns that people express through social media could enable us to categorize brands and decipher individuals' cognitive decision-making structure in their choice of brands. We investigate the cognitive network structure of consumers by building an inter-category map through the mining of big data. In so doing, we create an improved online recommendation model. Building on economic sociology theory, we suggest a framework for revealing collective preference by analyzing the patterns of brand names that users frequently mention in the online public sphere. We expect that our study will be useful for those conducting theoretical research on digital marketing strategies and doing practical work on branding strategies.

CMOS Logic Design and Fabrication for Analyzing the Effect of Transient Radiation Damage (과도 방사선 피해 영향 분석을 위한 CMOS 논리 소자 설계 및 제작)

  • Jeong, Sang-Hun;Lee, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.05a
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    • pp.880-883
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    • 2012
  • In this paper, CMOS logic device, the INVERTER, NAND, NOR were designed and fabricated using 0.18um CMOS process for analyzing the effect of transient radiation damage. Fabricated logic devices were measured by applying a 1kHz input at 1.8V supply. As a result, the current consumption of less than 70uA and Rising time, Falling time was within a 4us. Experimental results transmission delays occurred when using a 50M cable for pulse radiation experiments.

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A Case Study on Improving for Operating ATC/ATO System and Driving Environment Using FMECA (FMECA를 활용한 ATC/ATO 시스템 및 운전환경 개선 사례연구)

  • Kim, Hanyoung;Lee, Jinchoon
    • Journal of the Korean Society for Railway
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    • v.15 no.6
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    • pp.550-557
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    • 2012
  • In general, FMECA is a technique for identifying failure modes and devices which could result in fatal outcomes. Also it can be used in design or in maintenance through establishing priorities. The purpose of this paper is aimed at improving the driving conditions in advance through analyzing the operation failure phenomena quantitatively with FMECA analysis on the onboard signal system equipped with ATC/ATO, and through deriving the risk factors. This paper suggests an alternative solution for improving the performance of ADU by analyzing a case with FMECA.

An Analysis on the Characteristics of Commercial Distribution in Seoul Using GIS (GIS를 이용한 서울시 상업업무기능의 분포특성 분석)

  • 이창수;김영식
    • Spatial Information Research
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    • v.4 no.1
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    • pp.55-74
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    • 1996
  • The purpose of this paper is to search the factors which influence the distribution of commercial function. Commercial function plays the most important role in determining urban spacial structure. The location of commercial function is influenced by topography, accessibility, population, and urban policy. Due to the lack of formal data these factors have not been studed to the full. But GIS makes it possible to conduct researches in analyzing these factors. The results are : (1) The index of employment density connects with topography, population, accessibility and urban policy. (2) The location of commercial function is influenced by these factors (3) GIS is a useful tool in analyzing urban spacial structure.

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Development of the Medical Support Service Robot Using Ergonomic Design

  • Cho, Young-Chul;Jang, Jae-Ho;Park, Tong-Jin;Han, Chang-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.2660-2664
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    • 2003
  • In this study, the concept of autonomous mobility is applied to a medical service robot. The aim of the development of the service robot is for the elderly assisting walking rehabilitation. This study aims that the service robot design parameter is proposed in ergonomic view. The walking assistant path pattern is derived from analyzing the elderly gait analysis. A lever is installed in the AMR in order to measure the pulling force and the leading force of the elderly. A lever mechanism is applied for walking assistant service of the AMR. This lever is designed for measuring the leading force of the elderly. The elderly adjusts the velocity of the robot by applying force to the lever. The action scope and the service mechanism of the robot are developed for considering and analyzing the elderly action patterns. The ergonomic design parameters, that is, dimensions, action scope and working space are determined based on the elderly moving scope. The gait information is acquired by measuring the guide lever force by load cells and working pattern by the electromyography signal.

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Analysis of Opinion Social Data on the SNS (Social Network Service) by Analyzing of Collective Damage Reply (악성 집단 댓글 분석에 의한 SNS 여론 소셜데이터 분석)

  • Hwang, Yun Chan;Koh, Chan
    • Journal of Digital Convergence
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    • v.11 no.5
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    • pp.41-51
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    • 2013
  • A lots of social data are distributed, utilized and opened through the social media. They have characterized effectiveness and pleasure of information to the media by social data but it is ignored about excessive exposure of information and damage from collective reply of personal attack type. In this paper, we study about analysis of opinion social data on the SNS (Social Network Service) by analyzing of collective damage reply. It is analysed by diverse measurement method for distribution and disuse of the amount of Buzz data that is analysed data from structured social network.

The Analysis of the Location Management Strategy Based on the Call Arrival Probability(CAP) in Mobile Communication (이동 통신에서 호 수신 확률에 근거한 위치 관리 기법의 분석)

  • Park, Sun-Young;Jang, Seong-Sik
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.42 no.7 s.337
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    • pp.1-6
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    • 2005
  • Now that the reduction of the cell size in order to serve the increasing subscribers has raised the frequency of the location update, it has increased the cost of location management. In this paper, we show that the location management strategy based on the call arrival probability(CAP) can reduce the cost of the location management by analyzing that cost in this strategy which was proposed in [1] to reduce the cost of the location management in mobile communication. And we compare the location management cost by analyzing with that by simulating.

Analysis of Asymmetrical $IMD_3$ And ACPR Characteristics for pHEMT Power Amplifier (pHEMT 전력 증폭기의 $IMD_3$ 비대칭성과 ACPR 특성 해석)

  • Lee, Kang-Jun;Park, Chan-Hyuck;Koo, Kyung-Heon
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.221-224
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    • 2005
  • This paper discribes the nonlinear distortion of a pHEMT power amplifier. In the paper, we have used some commercially available power amplifiers for analyzing the relationship between the $IMD_3$ and ACPR for wireless LAN. And the $IMD_3$ results using two-tone test have been compared with ACPR to satisfy the requited 802.11g standard ACPR value. Measurement result shows that $IMD_3$ of 20MHz tone-spacing need to be more than 18.45dBc for power amplifiers. The WCDMA signal is fed into the power amplifier, for analyzing relationship between the asymmetrical $IMD_3$ and ACLR. With measurement result, the asymmetrical $IMD_3$ characteristic has increased with the increase of two-tone spacing. $IMD_3$ measurement result with maximum 20MHz of the two-tone spacing, shows that the difference between $IMD_3(lower)$ and $IMD_3(upper)$ is about 7dB. And the measured ACLR shows 5dB difference at -4MHz and +4MHz offset from center frequency.

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An Implementation of Real-Time Image-Surface Mapping System (실시간 영상-표면정합 시스템 구현)

  • Yang, Keuntak;Lee, Bongkyu
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.3
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    • pp.9-16
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    • 2018
  • The media facade technique requires the matching process of the content to the projection target. For this reason, each time the projection target is changed, the matching process of the same content must be performed again at each time. This problem can be solved by analyzing the elevation of the object and automatically performing matching process of the content in real time and projecting the matched content. In this paper, we propose and implement a new algorithm that can obtain the optimized matching content in real time by analyzing the elevation of the object to be projected. The proposed method processes the image matching by using the depth information of the elevation obtained by IR cameras.